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Statistics for Machine Learning

INR 10,000.00 INR 3,999.00

This course will be an insight to Statistical Science which is highly required for Machine Learning projects and products. This is a compact course where we discuss lot of important topics: e.g. definition of statistics, applications of statistics, various topics in statistical science, various stages of statistics, visualization, exploratory data analysis, interpretation and reporting which will be essential for any Data Science project.

Category:
  1. Introduction to Data
  2. Introduction to Variables
  3. Introduction to Statistical Thinking
  4. Various Sampling Techniques
  5. Visualization
  6. Descriptive Statistics
  7. Bi-variate Analysis and Rank Correlation
  8. Overview of Exploratory Data Analysis
  9. Review of Probability
  10. Important Probability Distributions
  11. Theory of Sampling Distributions
  12. Inferential Statistics

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